Training Contents August 2025

Training content for August 2025

Table of contents

1. Learning Path 1: Develop generative AI apps in Azure
2. Learning Path 2: Develop AI agents on Azure
3. Learning Path 3: Develop natural language solutions in Azure
4. Learning Path 4: Develop computer vision solutions in Azure
5. Learning Path 5: Develop AI information extraction solutions in Azure

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Learning Path 1: Develop generative AI apps in Azure

• Plan and prepare to develop AI solutions on Azure

• Choose and deploy models from the model catalog

• Exercise: Choose and deploy a language model

• Develop an AI app with the Azure AI Foundry SDK

• Exercise: Create a generative AI chat app

• Develop a RAG-based solution with your own data using Azure AI Foundry

• Exercise: Create a generative AI app that uses your own data

• Fine-tune a language model with Azure AI Foundry

• Implement a responsible generative AI solution in Azure AI Foundry

• Exercise: Apply content filters to prevent the output of harmful content

• Evaluate generative AI performance in Azure AI Foundry portal

Learning Path 2: Develop AI agents on Azure

• Get started with AI agent development on Azure

• Exercise: Explore AI Agent development

• Develop an AI agent with Azure AI Foundry Agent Service

• Exercise: Develop an AI agent

• Integrate custom tools into your agent

• Develop a multi-agent solution with Azure AI Foundry Agent Service

• Exercise: Develop a multi-agent solution

• Integrate MCP Tools with Azure AI Agents

• Exercise: Connect AI agents to tools using Model Context Protocol (MCP)

• Develop AI agents with the Semantic Kernel SDK

• Develop AI agents with the Semantic Kernel multi agent

• Exercise: Develop an Azure AI agent with the Semantic Kernel SDK

Learning Path 3: Develop natural language solutions in Azure

• Analyze text

• Exercise: Analyze Text

• Conversational understanding

• Conversational question answering

• Exercise: Create a Question Answering Solution

• Custom classification and named entity extraction

• Exercise: Custom text classification

• Speech recognition and synthesis

• Exercise: Recognize and synthesize speech

• Translation text

• Translation speech

• Audio enabled generative AI app

Learning Path 4: Develop computer vision solutions in Azure

• Analyze images

• Exercise: Analyze images

• Read text in images

• Exercise: Read text in images

• Detect, analyze, and recognize faces

• Exercise: Detect and analyze faces

• Classify images

• Detect objects

• Exercise: Classify images

• Develop a vision-enabled generative AI application

• Exercise: Develop a vision-enabled chat app

• Generate images with AI

• Exercise: Generate images with AI

Learning Path 5: Develop AI information extraction solutions in Azure

• Create a multimodal analysis solution with Azure AI Content Understanding

• Exercise: Extract information from multimodal content

• Create an Azure AI Content Understanding client application

• Exercise: Develop a Content Understanding client application

• Extract form data with Azure Document Intelligence prebuilt models

• Exercise: Analyze forms with prebuilt Azure AI Document Intelligence models

• Extract form data with Azure Document Intelligence custom models

• Exercise: Analyze forms with custom Azure AI Document Intelligence models

• Create a knowledge mining solution with Azure AI Search

• Exercise: Create a knowledge mining solution

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